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Founded by passionate advocates of learning and innovation, Learni set out to make professional training accessible to everyone, everywhere in the world. Our team works in the largest cities such as Paris, Lyon, Marseille, and internationally, to support talents and organizations in their skills development.
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30 free minutes with a training advisor — no commitment.
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Don't let this gap widen
Without intermediate BigQuery mastery, your unoptimized queries waste up to 50% of slot budget, billed per TB scanned, equating to 5k€/month lost for a team of 5 analysts.
Poorly partitioned datasets slow analyses from 10h to 2 days, missing critical business opportunities.
Clustering errors cause 30% overcosts and ML false positives at 25% erroneous churn predictions.
Risk failed GCP audits and loss of competitiveness against agile competitors.
Invest 28h for 10x ROI in productivity, avoid 20h/week wasted on debugging.
The Training BigQuery - Optimize Massive Analyses and GCP Costs training is delivered in-person or remotely (blended-learning, e-learning, virtual classroom, remote in-person). At Learni, a Qualiopi-certified training organization, each program is designed to maximize skills acquisition, regardless of the training mode chosen.
The trainer alternates between demonstrative, interrogative, and active methods (through practical exercises and/or real-world scenarios). This pedagogical approach ensures concrete and directly applicable learning in the workplace.
To ensure the quality of the Training BigQuery - Optimize Massive Analyses and GCP Costs training, Learni provides the following teaching resources:
For in-house training at a location external to Learni, the client ensures and commits to having all necessary teaching materials (IT equipment, internet connection...) for the proper conduct of the training action in accordance with the prerequisites indicated in the communicated training program.
The assessment of skills acquired during the Training BigQuery - Optimize Massive Analyses and GCP Costs training is carried out through:
Learni is committed to the accessibility of its professional training programs. All our training programs are accessible to people with disabilities. Our teams are available to adapt teaching methods to your specific needs. Do not hesitate to contact us for any accommodation request.
Learni training programs are available for inter-company and intra-company settings, both in-person and remote. Registration is possible up to 48 business hours before the start of training. Our programs are eligible for OPCO, Pôle emploi, and FNE-Formation funding. Contact us to discuss your training project and funding possibilities.
Dive into executing complex queries via the BigQuery Console, practice analytic functions like ROW_NUMBER and LAG on real e-commerce datasets, build CTEs for massive joins, test timed exercises to speed up your analyses by 5x, produce your first scalable, ready-to-use reports.
Create and optimize date-partitioned tables on terabytes of logs, apply multi-column clustering to reduce scans by 70%, migrate existing datasets through practical exercises, manage schemas with IAM for security, export to GCS live, leave with your optimized tables and maintenance scripts.
Train ML models without leaving BigQuery using pure SQL, predict customer churn on real telecom cases, automate with JavaScript UDFs for custom transformations, integrate hyperparameter tuning for +20% precision, test end-to-end pipelines, generate deliverable Colab notebooks for your immediate AI projects.
Analyze slots and costs via INFORMATION_SCHEMA for 40% savings, configure Budget API alerts, integrate Dataflow streams for real-time ETL, monitor with Cloud Monitoring on production-like exercises, automate scheduled queries, conclude with a capstone project deploying BigQuery-to-Dashboard.
Target audience
Data analysts, data engineers, BI analysts seeking to upskill on BigQuery.
Prerequisites
Mastery of basic SQL, knowledge of data analysis, access to a Google Cloud account.
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